Intelligent Strategies for Pathway Mining Model and Pattern Identification / [electronic resource] :
edited by Qingfeng Chen, Baoshan Chen, Chengqi Zhang.
- Cham : Springer International Publishing, 2014.
- 1 online resource (XVIII, 299 p. 80 ill.)
- Lecture Notes in Computer Science, 8335 0302-9743 ; .
Introduction -- Data Resources and Applications.- Detecting Inconsistency in Biological Molecular Databases Using Ontologies.- Exploration of Positive Frequent Patterns for AMP-Activated Protein Kinase Regulation.- Mining Protein Kinase Regulation Using Graphical Models -- Mining Inhibition Pathways for Protein Kinases on Skeletal Muscle.- Modeling Conserved Structure Patterns for Functional Noncoding RNA.- Interval Based Similarity for Function Classification of RNA Pseudoknots -- Discovery of Structural and Functional Features Bind to RNA Pseudoknots.- Mining Featured Patterns of MiRNA Interaction Based on Sequence and Structure Similarity -- Discovering Conserved and Diverged Patterns of MiRNA Families.- Bioinformatics-Based Drug Discovery for Protein Kinases.- Conclusion and FutureWorks -- References.
9783319041728
Computer science. Computers. Algorithms. Database management. Information Storage and Retrieval. Artificial intelligence.